Period
to 27 May 2018

The following table provides summary statistics for permanent job vacancies advertised in Bristol with a requirement for Data Warehouse skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Warehouse over the 6 months to 27 May 2018 with a comparison to the same period in the previous 2 years.

Data Warehousing
South West > Bristol
6 months to
27 May 2018
Same period 2017 Same period 2016
Rank 117 111 95
Rank change year-on-year -6 -16 -18
Permanent jobs citing Data Warehouse 83 82 96
As % of all permanent IT jobs advertised in Bristol 2.17% 2.29% 2.75%
As % of the Database & Business Intelligence category 6.92% 7.91% 8.65%
Number of salaries quoted 75 75 61
Bristol median annual salary £42,500 £40,000 £37,500
Median salary % change year-on-year +6.25% +6.67% -12.79%
10th Percentile £31,200 £31,350 £26,250
90th Percentile £56,500 £55,793 £62,500
South West median annual salary £42,500 £42,500 £39,421
% change year-on-year - +7.81% -7.25%

Data Warehouse is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Bristol with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Bristol
Permanent vacancies with a requirement for database or business intelligence skills 1,199 1,037 1,110
As % of all permanent IT jobs advertised in Bristol 31.41% 28.97% 31.81%
Number of salaries quoted 1,058 917 970
Bristol median annual salary £45,000 £42,500 £38,500
Median salary % change year-on-year +5.88% +10.39% -3.75%
10th Percentile £30,000 £27,500 £26,250
90th Percentile £65,000 £67,500 £57,500
South West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +6.67%

Data Warehouse
Job Vacancy Trend in Bristol

Job postings citing Data Warehouse as a percentage of all IT jobs advertised in Bristol.

Job vacancy trend for Data Warehouse in Bristol

Data Warehouse
Salary Trend in Bristol

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Warehouse in Bristol.

Salary trend for Data Warehouse in Bristol

Data Warehouse
Salary Histogram in Bristol

The salary distribution of IT jobs citing Data Warehouse in Bristol over the 6 months to 27 May 2018.

Salary histogram for Data Warehouse in Bristol

For the 6 months to 27 May 2018, IT jobs citing Data Warehouse also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Bristol region with a requirement for Data Warehouse.

1 65 (78.31%) Business Intelligence
2 51 (61.45%) ETL
3 46 (55.42%) SQL
4 43 (51.81%) SQL Server Integration Services
5 34 (40.96%) SQL Server
6 32 (38.55%) SQL Server Reporting Services
7 30 (36.14%) T-SQL
8 29 (34.94%) Microsoft
9 24 (28.92%) Agile Software Development
9 24 (28.92%) SQL Server Analysis Services
10 18 (21.69%) Amazon AWS
10 18 (21.69%) Tableau
11 17 (20.48%) Big Data
11 17 (20.48%) Relational Database
12 16 (19.28%) Analytics
12 16 (19.28%) C#
13 15 (18.07%) Oracle
13 15 (18.07%) RDBMS
13 15 (18.07%) Scrum
13 15 (18.07%) Power BI
14 13 (15.66%) Migration
14 13 (15.66%) Data Modelling
15 12 (14.46%) Cognos
15 12 (14.46%) BusinessObjects
15 12 (14.46%) Amazon Redshift
15 12 (14.46%) Team Foundation Server
16 11 (13.25%) SQL Server 2014
16 11 (13.25%) CRM
17 10 (12.05%) Unix
17 10 (12.05%) Linux

Data Warehouse
Co-occurring IT Skills in Bristol by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 4 (4.82%) WebSphere
2 2 (2.41%) Apache Spark
2 2 (2.41%) SharePoint
3 1 (1.20%) Apache
Applications
1 4 (4.82%) Microsoft Excel
2 1 (1.20%) Spreadsheet
Business Applications
1 7 (8.43%) Cognos Business Intelligence
2 3 (3.61%) Cognos TM1
Cloud Services
1 18 (21.69%) Amazon AWS
2 9 (10.84%) Microsoft Azure
3 1 (1.20%) Amazon EMR
3 1 (1.20%) Amazon Kinesis
3 1 (1.20%) Amazon Kinesis Data Analytics
3 1 (1.20%) Amazon S3
3 1 (1.20%) Azure Data Factory
3 1 (1.20%) Google Cloud Platform
Communications & Networking
1 3 (3.61%) SMS
2 1 (1.20%) HTTP
2 1 (1.20%) Internet
2 1 (1.20%) LAN
2 1 (1.20%) TCP/IP
Database & Business Intelligence
1 43 (51.81%) SQL Server Integration Services
2 34 (40.96%) SQL Server
3 32 (38.55%) SQL Server Reporting Services
4 24 (28.92%) SQL Server Analysis Services
5 17 (20.48%) Big Data
5 17 (20.48%) Relational Database
6 15 (18.07%) Power BI
6 15 (18.07%) RDBMS
7 12 (14.46%) Amazon Redshift
7 12 (14.46%) BusinessObjects
8 11 (13.25%) SQL Server 2014
9 10 (12.05%) SQL Server 2016
10 7 (8.43%) Cognos Framework Manager
10 7 (8.43%) QlikView
11 6 (7.23%) Data Mart
11 6 (7.23%) SQL Server 2012
12 5 (6.02%) Oracle BI EE
12 5 (6.02%) Oracle ODI
13 4 (4.82%) Enterprise Data Warehouse
14 3 (3.61%) Oracle Database 12c
Development Applications
1 12 (14.46%) Team Foundation Server
2 8 (9.64%) SQL Server Management Studio (SSMS)
3 3 (3.61%) Visual Studio
General
1 9 (10.84%) Finance
2 6 (7.23%) Law
3 3 (3.61%) Advertising
4 2 (2.41%) Legal
5 1 (1.20%) Banking
5 1 (1.20%) Manufacturing
5 1 (1.20%) Retail
Job Titles
1 61 (73.49%) Developer
2 48 (57.83%) Business Intelligence Developer
3 20 (24.10%) SQL Developer
4 16 (19.28%) SQL BI Developer
5 13 (15.66%) Business Developer
6 10 (12.05%) T-SQL Developer
7 8 (9.64%) ETL Developer
8 7 (8.43%) Analyst
8 7 (8.43%) Data Warehouse Developer
9 6 (7.23%) Agile Developer
9 6 (7.23%) Microsoft BI Developer
9 6 (7.23%) SSIS Developer
10 5 (6.02%) Business Analyst
11 4 (4.82%) Architect
11 4 (4.82%) Business Intelligence Analyst
11 4 (4.82%) Consultant
11 4 (4.82%) SQL Server BI Developer
11 4 (4.82%) SQL Server Developer
11 4 (4.82%) SSRS Developer
12 3 (3.61%) Power BI Developer
Libraries, Frameworks & Software Standards
1 10 (12.05%) .NET
2 9 (10.84%) RESTful
3 7 (8.43%) .NET Framework
4 5 (6.02%) Web Services
5 3 (3.61%) XML
6 2 (2.41%) Kafka
7 1 (1.20%) Hibernate
7 1 (1.20%) J2EE
7 1 (1.20%) Java Concurrency
7 1 (1.20%) MDX
7 1 (1.20%) REST
7 1 (1.20%) Spring
7 1 (1.20%) XML Messaging
Miscellaneous
1 6 (7.23%) Management Information System
1 6 (7.23%) Self-Motivation
2 5 (6.02%) Analytical Skills
3 1 (1.20%) Algorithms
3 1 (1.20%) Data Centre
3 1 (1.20%) Digital TV
3 1 (1.20%) Greenfield Project
3 1 (1.20%) Media Streaming
3 1 (1.20%) N-Tier
3 1 (1.20%) User Experience
Operating Systems
1 10 (12.05%) Linux
1 10 (12.05%) Unix
Processes & Methodologies
1 65 (78.31%) Business Intelligence
2 51 (61.45%) ETL
3 24 (28.92%) Agile Software Development
4 16 (19.28%) Analytics
5 15 (18.07%) Scrum
6 13 (15.66%) Data Modelling
6 13 (15.66%) Migration
7 11 (13.25%) CRM
8 10 (12.05%) Data Analysis
8 10 (12.05%) Machine Learning
9 8 (9.64%) Artificial Intelligence
9 8 (9.64%) Data Migration
10 7 (8.43%) Data Management
10 7 (8.43%) Information Management
11 6 (7.23%) Data Science
11 6 (7.23%) Data Transformation
11 6 (7.23%) ETL Development
12 5 (6.02%) Data Architecture
12 5 (6.02%) Release Management
12 5 (6.02%) SDLC
Programming Languages
1 46 (55.42%) SQL
2 30 (36.14%) T-SQL
3 16 (19.28%) C#
4 9 (10.84%) Python
5 7 (8.43%) Java
6 6 (7.23%) Shell Script
7 1 (1.20%) Bash Shell
7 1 (1.20%) C++
7 1 (1.20%) Data Analysis Expressions (DAX)
7 1 (1.20%) Java 8
7 1 (1.20%) Korn
7 1 (1.20%) PL/SQL
Qualifications
1 6 (7.23%) SC Cleared
1 6 (7.23%) Security Cleared
2 4 (4.82%) Degree
3 1 (1.20%) Sun Certification
Quality Assurance & Compliance
1 2 (2.41%) Data Quality
2 1 (1.20%) GDPR
System Software
1 2 (2.41%) Docker
Systems Management
1 1 (1.20%) Kubernetes
1 1 (1.20%) Systems Management Server (SMS)
Vendors
1 29 (34.94%) Microsoft
2 18 (21.69%) Tableau
3 15 (18.07%) Oracle
4 12 (14.46%) Cognos
5 8 (9.64%) IBM
5 8 (9.64%) SAP
6 4 (4.82%) Informatica
7 3 (3.61%) Google
8 2 (2.41%) Trillium
8 2 (2.41%) Twitter
9 1 (1.20%) Cloudera
9 1 (1.20%) Hortonworks